代码质量清理专项
基于代码审计报告，统一清理配置、分层依赖、重复代码等技术债务，保障架构健康度。
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test: P3-1 第35波单元测试（voice_library/voice_clone/tts_job）
CI/CD Pipeline / Check if frontend-only change (pull_request) Successful in 9s
CI/CD Pipeline / Validate - Code Quality (pull_request) Failing after 1m31s
CI/CD Pipeline / Validate - Type Check (mypy) (pull_request) Successful in 1m3s
CI/CD Pipeline / Frontend Lint (pull_request) Successful in 28s
CI/CD Pipeline / Validate - Migration (alembic) (pull_request) Successful in 1m9s
CI/CD Pipeline / PR Build Worker Image (pull_request) Failing after 11s
CI/CD Pipeline / PR Build Web Image (pull_request) Successful in 25s
PR Automation / Auto Merge on CI Green + Approved (pull_request) Successful in 52s
Preview Deploy / Deploy Preview Environment (pull_request) Failing after 20s
CI/CD Pipeline / PR Build API Image (pull_request) Successful in 3m47s
PR Automation / Auto Approve on CI Green (pull_request) Successful in 3m15s
AI Code Review / AI Code Review (pull_request) Successful in 3m20s
CI/CD Pipeline / Integration Tests (pull_request) Successful in 3m6s
CI/CD Pipeline / Unit Tests (pull_request) Successful in 3m59s
Preview Cleanup / Cleanup Preview Environment (pull_request) Successful in 42s
CI/CD Pipeline / Production Browser E2E (pull_request) Failing after 1298h57m28s
CI/CD Pipeline / ACR Image Cleanup (pull_request) Failing after 1299h13m19s
CI/CD Pipeline / Staging E2E Tests (pull_request) Failing after 1299h13m23s
CI/CD Pipeline / Deploy Production (pull_request) Failing after 1299h13m25s
CI/CD Pipeline / Deploy Staging (Watchtower auto-deploy) (pull_request) Failing after 1299h43m11s
CI/CD Pipeline / Build Production Web Image (pull_request) Failing after 1299h43m47s
CI/CD Pipeline / Build Production API Image (pull_request) Failing after 1299h43m49s
CI/CD Pipeline / Frontend Unit Tests (pull_request) Failing after 1299h43m51s
CI/CD Pipeline / Build Staging Worker Image (pull_request) Failing after 1299h59m59s
CI/CD Pipeline / Build Staging API Image (pull_request) Failing after 1300h0m1s
CI/CD Pipeline / Staging API Integration Tests (pull_request) Failing after 1299h45m48s
CI/CD Pipeline / Build Production Worker Image (pull_request) Failing after 1300h16m11s
CI/CD Pipeline / Build Staging Web Image (pull_request) Failing after 1300h32m26s
test: P3-1 第34波单元测试（title_library/recipe）
CI/CD Pipeline / Check if frontend-only change (pull_request) Successful in 15s
CI/CD Pipeline / Validate - Type Check (mypy) (pull_request) Successful in 1m17s
CI/CD Pipeline / Validate - Migration (alembic) (pull_request) Successful in 1m16s
CI/CD Pipeline / Validate - Code Quality (pull_request) Failing after 1m45s
CI/CD Pipeline / Frontend Lint (pull_request) Successful in 35s
CI/CD Pipeline / PR Build Web Image (pull_request) Successful in 37s
AI Code Review / AI Code Review (pull_request) Successful in 2m55s
CI/CD Pipeline / PR Build API Image (pull_request) Successful in 4m16s
Preview Deploy / Deploy Preview Environment (pull_request) Failing after 9s
PR Automation / Auto Merge on CI Green + Approved (pull_request) Successful in 37s
PR Automation / Auto Approve on CI Green (pull_request) Successful in 3m1s
CI/CD Pipeline / PR Build Worker Image (pull_request) Successful in 9m59s
CI/CD Pipeline / Unit Tests (pull_request) Successful in 4m58s
CI/CD Pipeline / Integration Tests (pull_request) Successful in 3m18s
Preview Cleanup / Cleanup Preview Environment (pull_request) Successful in 18s
CI/CD Pipeline / Production Browser E2E (pull_request) Failing after 1298h59m40s
CI/CD Pipeline / ACR Image Cleanup (pull_request) Failing after 1299h23m15s
CI/CD Pipeline / Deploy Production (pull_request) Failing after 1299h23m21s
CI/CD Pipeline / Staging API Integration Tests (pull_request) Failing after 1299h23m17s
CI/CD Pipeline / Deploy Staging (Watchtower auto-deploy) (pull_request) Failing after 1299h46m58s
CI/CD Pipeline / Build Production Worker Image (pull_request) Failing after 1299h47m11s
CI/CD Pipeline / Build Production Web Image (pull_request) Failing after 1299h47m13s
CI/CD Pipeline / Build Production API Image (pull_request) Failing after 1299h47m15s
CI/CD Pipeline / Frontend Unit Tests (pull_request) Failing after 1299h47m17s
CI/CD Pipeline / Build Staging Worker Image (pull_request) Failing after 1300h12m1s
CI/CD Pipeline / Build Staging Web Image (pull_request) Failing after 1300h12m3s
CI/CD Pipeline / Build Staging API Image (pull_request) Failing after 1300h12m5s
CI/CD Pipeline / Staging E2E Tests (pull_request) Failing after 1299h55m46s
test: P3-1 第33波单元测试（projects/generated_videos/duplication）
CI/CD Pipeline / Check if frontend-only change (pull_request) Successful in 59s
CI/CD Pipeline / Validate - Type Check (mypy) (pull_request) Successful in 2m2s
CI/CD Pipeline / Validate - Migration (alembic) (pull_request) Successful in 1m20s
CI/CD Pipeline / Frontend Lint (pull_request) Successful in 1m19s
CI/CD Pipeline / PR Build Web Image (pull_request) Successful in 55s
CI/CD Pipeline / Validate - Code Quality (pull_request) Successful in 4m24s
AI Code Review / AI Code Review (pull_request) Successful in 4m11s
Preview Deploy / Deploy Preview Environment (pull_request) Failing after 19s
PR Automation / Auto Approve on CI Green (pull_request) Successful in 3m47s
CI/CD Pipeline / PR Build API Image (pull_request) Successful in 6m28s
CI/CD Pipeline / PR Build Worker Image (pull_request) Successful in 11m51s
CI/CD Pipeline / Integration Tests (pull_request) Successful in 3m6s
CI/CD Pipeline / Unit Tests (pull_request) Successful in 4m46s
PR Automation / Auto Merge on CI Green + Approved (pull_request) Successful in 49m10s
Preview Cleanup / Cleanup Preview Environment (pull_request) Successful in 7s
CI/CD Pipeline / Production Browser E2E (pull_request) Failing after 1299h42m47s
CI/CD Pipeline / ACR Image Cleanup (pull_request) Failing after 1299h57m3s
CI/CD Pipeline / Staging E2E Tests (pull_request) Failing after 1299h57m7s
CI/CD Pipeline / Deploy Production (pull_request) Failing after 1299h57m9s
CI/CD Pipeline / Deploy Staging (Watchtower auto-deploy) (pull_request) Failing after 1300h21m44s
CI/CD Pipeline / Build Production Web Image (pull_request) Failing after 1300h21m53s
CI/CD Pipeline / Build Production API Image (pull_request) Failing after 1300h21m55s
CI/CD Pipeline / Frontend Unit Tests (pull_request) Failing after 1300h21m57s
CI/CD Pipeline / Build Staging Worker Image (pull_request) Failing after 1300h37m33s
CI/CD Pipeline / Build Staging API Image (pull_request) Failing after 1300h37m37s
CI/CD Pipeline / Staging API Integration Tests (pull_request) Failing after 1300h29m31s
CI/CD Pipeline / Build Production Worker Image (pull_request) Failing after 1300h54m17s
CI/CD Pipeline / Build Staging Web Image (pull_request) Failing after 1301h10m1s
test: P3-1 第32波单元测试（bgm_utils/exceptions/asset_libraries）
CI/CD Pipeline / Check if frontend-only change (pull_request) Successful in 37s
CI/CD Pipeline / PR Build Web Image (pull_request) Successful in 53s
CI/CD Pipeline / Frontend Lint (pull_request) Successful in 1m2s
CI/CD Pipeline / Validate - Type Check (mypy) (pull_request) Successful in 1m14s
CI/CD Pipeline / Validate - Migration (alembic) (pull_request) Successful in 1m14s
Preview Deploy / Deploy Preview Environment (pull_request) Failing after 34s
CI/CD Pipeline / Validate - Code Quality (pull_request) Successful in 3m16s
CI/CD Pipeline / Unit Tests (pull_request) Successful in 2m36s
CI/CD Pipeline / PR Build API Image (pull_request) Successful in 4m2s
PR Automation / Auto Approve on CI Green (pull_request) Successful in 3m36s
AI Code Review / AI Code Review (pull_request) Successful in 4m26s
CI/CD Pipeline / Integration Tests (pull_request) Successful in 2m33s
CI/CD Pipeline / PR Build Worker Image (pull_request) Successful in 11m8s
PR Automation / Auto Merge on CI Green + Approved (pull_request) Successful in 52m0s
Preview Cleanup / Cleanup Preview Environment (pull_request) Successful in 18s
CI/CD Pipeline / Production Browser E2E (pull_request) Failing after 1301h54m18s
CI/CD Pipeline / ACR Image Cleanup (pull_request) Failing after 1301h54m20s
CI/CD Pipeline / Staging API Integration Tests (pull_request) Failing after 1301h54m22s
CI/CD Pipeline / Deploy Production (pull_request) Failing after 1301h54m26s
CI/CD Pipeline / Deploy Staging (Watchtower auto-deploy) (pull_request) Failing after 1301h54m28s
CI/CD Pipeline / Build Production Web Image (pull_request) Failing after 1301h54m32s
CI/CD Pipeline / Build Production API Image (pull_request) Failing after 1301h54m34s
CI/CD Pipeline / Build Staging Worker Image (pull_request) Failing after 1301h55m43s
CI/CD Pipeline / Build Staging Web Image (pull_request) Failing after 1301h55m45s
CI/CD Pipeline / Build Staging API Image (pull_request) Failing after 1301h55m47s
CI/CD Pipeline / Staging E2E Tests (pull_request) Failing after 1302h26m50s
CI/CD Pipeline / Build Production Worker Image (pull_request) Failing after 1302h26m56s
CI/CD Pipeline / Frontend Unit Tests (pull_request) Failing after 1302h27m2s